Book Reviews
Bibliographic record
Abstract
Exile According to Julia, Gisle Pineau (trans. by Betty Wilson with an afterword by Marie-Agns Sourieau), (2003) Charlottesville: University of Virginia Press, 192 pp., 0-8139- 2247-X (hbk), 49.50; 0-8139-2248-8 (pbk), 17.95 Algeria 1839-2000: A Short History, Benjamin Stora (trans. by Jane Marie Todd, foreword by William B. Quandt), (2001) Ithaca, NY: Cornell University Press, 283 pp., ISBN 0-8014-8916-4 (pbk), 19.95/11.50 Les Italiens dans la Tunisie contemporaine, Romain H. Rainero (2002) Paris: Publisud, 251 pp., ISBN 2-86600-913-4 (pbk) Algeria 1839-2000: A Short History, Benjamin Stora (trans. by Jane Marie Todd, foreword by William B. Quandt), (2001) Ithaca, NY: Cornell University Press, 283 pp., ISBN 0-8014-8916-4 (pbk), 19.95/11.50 Les Italiens dans la Tunisie contemporaine, Romain H. Rainero (2002) Paris: Publisud, 251 pp., ISBN 2-86600-913-4 (pbk) Le Soi et l'autre. L'nonciation de l'identit dans les contextes interculturels Pierre Ouellet (dir.), (2002) Qubec: Presses de l'Universit Laval, 446 pp., ISBN 2763780172, 24,70 Siting the Quebec Novel, Rosemary Chapman (2000) Oxford, Berne, Berlin, Brussels. Frankfurt, New York and Vienna: Peter Lang (Modern French Identities, 8), 282 pp., ISBN 3-906758-85-0 Ormerod, douard Glissant (2003) Paris: Gallimard, 361 pp., ISBN 2070767590, 22.50 Dictionnaire des oeuvres littraires du Qubec. 1981-1985. Tome 7, Aurlien Boivin (dir.) avec la collaboration de Gilles Dorion et Gilles Grard, (2003) Montral: Fides, 1229 pp., ISBN 2-7621-2424-7, 79.95/64 Camus l'algrien, Ali Ydes (2003) Paris: L'Harmattan, 272 pp., ISBN 2-7475-5102-4, 22
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.561 | 0.565 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".